| Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy | Dec 29, 2020 | Multi Focus Image FusionSSIM | CodeCode Available | 0 |
| Distortion-aware super-resolution for planetary exploration images | Apr 3, 2024 | distortion correctionSSIM | CodeCode Available | 0 |
| A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG^2+ Track 3 | May 13, 2023 | Image RestorationRain Removal | CodeCode Available | 0 |
| Towards Super-Resolution CEST MRI for Visualization of Small Structures | Dec 3, 2021 | AnatomySSIM | CodeCode Available | 0 |
| Adaptive Weight Modified Riesz Mean Filter For High-Density Salt and Pepper Noise Removal | Apr 25, 2025 | Salt-And-Pepper Noise RemovalSSIM | CodeCode Available | 0 |
| GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT | Jan 6, 2025 | Computed Tomography (CT)Mamba | CodeCode Available | 0 |
| A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality Assessment | Nov 21, 2018 | Image Quality AssessmentSSIM | CodeCode Available | 0 |
| Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection | Mar 21, 2024 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 |
| Generative Flows as a General Purpose Solution for Inverse Problems | Oct 25, 2021 | ColorizationDeblurring | CodeCode Available | 0 |
| Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation | Nov 20, 2020 | Liver SegmentationSegmentation | CodeCode Available | 0 |
| A trainable monogenic ConvNet layer robust in front of large contrast changes in image classification | Sep 14, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models | Jan 15, 2024 | Data Compressionimage-classification | CodeCode Available | 0 |
| A study on the adequacy of common IQA measures for medical images | May 29, 2024 | Image Quality AssessmentMS-SSIM | CodeCode Available | 0 |
| Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels | Jun 15, 2021 | SSIMTransfer Learning | CodeCode Available | 0 |
| Pretext Task Adversarial Learning for Unpaired Low-field to Ultra High-field MRI Synthesis | Mar 7, 2025 | Contrastive LearningMS-SSIM | CodeCode Available | 0 |
| Principal Component Analysis Using Structural Similarity Index for Images | Aug 25, 2019 | Dimensionality ReductionImage Quality Assessment | CodeCode Available | 0 |
| SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation | Mar 16, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization | Dec 30, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint | Jul 27, 2024 | Image EnhancementMamba | CodeCode Available | 0 |
| Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network | Mar 17, 2021 | compressed sensingSSIM | CodeCode Available | 0 |
| Progressive Frequency-Aware Network for Laparoscopic Image Desmoking | Dec 19, 2023 | SSIM | CodeCode Available | 0 |
| Progressive Image Deraining Networks: A Better and Simpler Baseline | Jan 26, 2019 | Image Super-ResolutionRain Removal | CodeCode Available | 0 |
| Mapping Galaxy Images Across Ultraviolet, Visible and Infrared Bands Using Generative Deep Learning | Jan 25, 2025 | Efficient ExplorationSSIM | CodeCode Available | 0 |
| Transformer Architecture for NetsDB | May 8, 2024 | SSIM | CodeCode Available | 0 |
| Synthesizing Forestry Images Conditioned on Plant Phenotype Using a Generative Adversarial Network | Jul 7, 2023 | AttributeGenerative Adversarial Network | CodeCode Available | 0 |
| Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification Tasks | Apr 16, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| A Physics-Inspired Deep Learning Framework with Polar Coordinate Attention for Ptychographic Imaging | Nov 25, 2024 | Deep LearningRetrieval | CodeCode Available | 0 |
| PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI | Nov 22, 2016 | GPUMotion Compensation | CodeCode Available | 0 |
| MCUCoder: Adaptive Bitrate Learned Video Compression for IoT Devices | Nov 29, 2024 | MS-SSIMSSIM | CodeCode Available | 0 |
| pyMEAL: A Multi-Encoder Augmentation-Aware Learning for Robust and Generalizable Medical Image Translation | May 30, 2025 | Computed Tomography (CT)SSIM | CodeCode Available | 0 |
| A Hitchhiker's Guide to Structural Similarity | Jan 16, 2021 | MS-SSIMSSIM | CodeCode Available | 0 |
| Synthetic Forehead-creases Biometric Generation for Reliable User Verification | Aug 28, 2024 | SSIM | CodeCode Available | 0 |
| Wandering around: A bioinspired approach to visual attention through object motion sensitivity | Feb 10, 2025 | Low-latency processingMotion Segmentation | CodeCode Available | 0 |
| A spatial hue similarity measure for assessment of colourisation | Nov 3, 2020 | SSIM | CodeCode Available | 0 |
| Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks | Dec 6, 2019 | AnatomyImage Registration | CodeCode Available | 0 |
| Quality Aware Generative Adversarial Networks | Nov 8, 2019 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 0 |
| Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks | Jul 13, 2023 | Image ReconstructionInductive Bias | CodeCode Available | 0 |
| CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning | Apr 23, 2025 | Image SteganographySSIM | CodeCode Available | 0 |
| Adaptive Densely Connected Super-Resolution Reconstruction | Dec 17, 2019 | Image Super-ResolutionSSIM | CodeCode Available | 0 |
| MicroSSIM: Improved Structural Similarity for Comparing Microscopy Data | Aug 16, 2024 | DenoisingMS-SSIM | CodeCode Available | 0 |
| MimickNet, Matching Clinical Post-Processing Under Realistic Black-Box Constraints | Aug 15, 2019 | SSIM | CodeCode Available | 0 |
| Single Image Reflection Separation with Perceptual Losses | Jun 14, 2018 | Image EnhancementReflection Removal | CodeCode Available | 0 |
| AAD-DCE: An Aggregated Multimodal Attention Mechanism for Early and Late Dynamic Contrast Enhanced Prostate MRI Synthesis | Feb 4, 2025 | AnatomyGenerative Adversarial Network | CodeCode Available | 0 |
| DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks | Oct 1, 2019 | 3D geometryLocal Distortion | CodeCode Available | 0 |
| Cloud K-SVD for Image Denoising | Mar 1, 2023 | DenoisingDictionary Learning | CodeCode Available | 0 |
| Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space Missions | Jun 22, 2025 | Disaster ResponseImage Reconstruction | CodeCode Available | 0 |
| Task-Based Assessment for Neural Networks: Evaluating Undersampled MRI Reconstructions based on Human Observer Signal Detection | Oct 21, 2022 | Image Quality AssessmentSSIM | CodeCode Available | 0 |
| Detecting and Refining HiRISE Image Patches Obscured by Atmospheric Dust | May 8, 2024 | SSIM | CodeCode Available | 0 |
| Generalized Octave Convolutions for Learned Multi-Frequency Image Compression | Feb 24, 2020 | DenoisingImage Compression | CodeCode Available | 0 |
| Radiance Field Delta Video Compression in Edge-Enabled Vehicular Metaverse | Nov 1, 2024 | Autonomous VehiclesDecoder | CodeCode Available | 0 |